Mapping percent changes in EVI, Temperature and Rainfall over governorates

Mapping percent changes in EVI, Temperature and Rainfall over governorates#

This notebook aims to analyze environmental indicators, specifically EVI (Enhanced Vegetation Index), Temperature, and Accumulated Rainfall, to understand changes across different time periods in Syria per Governorate. The analysis will focus on comparing data for the full year of 2022 and 2023, as well as the first 8 months of 2023 and 2024.

Data#

We will be exporting data for EVI, Temperature, and Accumulated Rainfall for the following periods:

  • Full year of 2022 and 2023 (labeled as _2023_full)

  • First 8 months of 2023 and 2024

We will using MODIS Terra-Aqua composite, era5 and CHIRPS Datasets for EVI,Temperature and Accumulated Rainfall change respectively.

Loading Boundary files for Syria (Admin0) and Governorates(Admin1)#

Analysis#

Functions for calculating percentage change in raster data and generating a folium map#

EVI Analysis:#

    1. Evi changes for full year 2022 vs 2023

    1. Evi changes for first 8 months of 2023 vs 2024

Calculating percentage of change in crop yields through EVI Proxy per Governorate#

2022 vs 2023#

Map saved to syria_EVI_2023vs2022_map.html
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First 8 months of 2023 vs 2024#

Map saved to syria_EVI_2023vs2024_map.html
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Temperature Analysis#

    1. For the first 8 months of 2024 vs first 8 months of 2023

    1. For the full year of 2022 and 2023

Calculating Percentage of Change in Temperature per Governorate#

2022 vs 2023#

Map saved to syria_Temp_2022vs2023_map.html
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First 8 months of 2023 vs 2024#

Map saved to syria_Temp_2023vs2024_map.html
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Accumulated Rainfall Analysis#

    1. First 8 months of 2023 vs 2024

    1. Full year of 2022 vs 2023

2022 vs 2023#

Map saved to syria_Rainfall_2022vs2023_map.html
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First 8months of 2023 vs 2024#

Map saved to syria_Rainfall_2023vs2024_map.html
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Contents